ArticleJournal of applied mathematics & computing2022
Impact of social media advertisements on the transmission dynamics of COVID-19 pandemic in India.
Article in Journal of applied mathematics & computing, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.
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43 citing papers in PubMed, 172 citations in OpenAlex.
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- Epidemiological modeling of COVID-19 data with Advanced statistical inference based on Type-II progressive censoring.Heliyon · 2024Article
- The relationship between compartment models and their stochastic counterparts: A comparative study with examples of the COVID-19 epidemic modeling.Journal of biomedical research · 2024Article
- Studying the impacts of variant evolution for a generalized age-group transmission model.PloS one · 2024Article
- A mathematical model of COVID-19 with multiple variants of the virus under optimal control in Ghana.PloS one · 2024Article
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- Assessing the effectiveness of the intervention measures of COVID-19 in China based on dynamical method.Infectious Disease Modelling · 2023Article
- A Novel Mathematical Model That Predicts the Protection Time of SARS-CoV-2 Antibodies.Viruses · 2023Article
- Systematic description of COVID-19 pandemic using exact SIR solutions and Gumbel distributions.Nonlinear dynamics · 2023Article
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- Optimal COVID-19 testing strategy on limited resources.PloS one · 2023Article
- FOMO (fate of online media only) in infectious disease modeling: a review of compartmental models.International journal of dynamics and control · 2023Review
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- Place of distancing measures in containing epidemics: a scoping review.The Libyan journal of medicine · 2022Article
- A simple epidemic model for semi-closed community reveals the hidden outbreak risk in nursing homes, prisons, and residential universities.International journal of dynamics and control · 2022Article
- A co-infection model on TB - COVID-19 with optimal control and sensitivity analysis.Mathematics and computers in simulation · 2022Article
- A global report on the dynamics of COVID-19 with quarantine and hospitalization: A fractional order model with non-local kernel.Computational biology and chemistry · 2022Article
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Authors and funding
5 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In this paper, we propose a mathematical model to assess the impact of social media advertisements in combating the coronavirus pandemic in India. We assume that dissemination of awareness among susceptible individuals modifies public attitudes and behaviours towards this contagious disease which results in reducing the chance of contact with the coronavirus and hence decreasing the disease transmission. Moreover, the individual's behavioral response in the presence of global information campaigns accelerate the rate of hospitalization of symptomatic individuals and also encourage the asymptomatic individuals for conducting health protocols, such as self-isolation, social distancing, etc. We calibrate the proposed model with the cumulative confirmed COVID-19 cases for the Republic of India. We estimate eight epidemiologically important parameters, and also the size of basic reproduction number for India. We find that the basic reproduction number for India is greater than unity, which represents the substantial outbreak of COVID-19 in the country. Sophisticated techniques of sensitivity analysis are employed to determine the impacts of model parameters on basic reproduction number and symptomatic infected population. Our results reveal that to reduce disease burden in India, non-pharmaceutical interventions strategies should be implemented effectively to decrease basic reproduction number below unity. Continuous propagation of awareness through the internet and social media platforms should be regularly circulated by the health authorities/government officials for hospitalization of symptomatic individuals and quarantine of asymptomatic individuals to control the prevalence of disease in India.
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